DeepSeek R1

by DeepSeek
Versions:DeepSeek R1 (0528)DeepSeek R1

DeepSeek R1 is a 671-billion parameter Mixture-of-Experts reasoning model released on January 20, 2025, trained with large-scale reinforcement learning to encourage natural emergence of reasoning behaviors like self-verification and reflection. With 37 billion activated parameters and a 64K token context window, it reaches performance on par with OpenAI o1 across mathematics, coding, and reasoning tasks. Benchmark results include 79.8% on AIME 2024 and 97.3% on MATH-500. The model outputs explicit chain-of-thought reasoning in thinking tokens between think tags alongside final answers, and supports tool calling, making it suitable for agentic workflows and complex reasoning applications. Released under the MIT license, DeepSeek R1 is fully open-source and ships with distilled variants from 1.5B through 70B parameters based on Qwen and Llama architectures, broadening access to reasoning-grade capabilities for developers.

Key info

Input
Output
Features
Context window
64K
Max output
16K
Input price
$4.00 /1M
Output price
$4.00 /1M
  • US residency available
  • Zero data retention via Enterprise
  • No training by default
  • GDPR DPA available

Available routes

DeepSeek R1 runs on 1 route through the Opper gateway. Compare residency, ZDR, and training posture at a glance β€” full data-handling detail per route below.

ProviderRegionZero data retentionTrainingInputOutput
USEnterpriseNo$4.00$4.00

Uptime and availability

DeepSeek R1 runs on a single route through the Opper gateway today, so its availability is that provider's availability.

100%route uptime, last 30 days
Single route, no failover target within this model.

Name a second model in the same request and the gateway tries it on retriable errors, so a busy hour never has to reach your users. Set up a fallback chain.

Measured over the last 30 days from each provider's official status feed via StatusGator. Refreshed hourly. See uptime for every provider Opper monitors.

Data handling per route

Each route hosting DeepSeek R1 has its own privacy posture, residency, and GDPR terms. Postures are maintained by Opper with a last-verification timestamp.

Novita β€” United StatesπŸ‡ΊπŸ‡Έ

Zero data retention is available via Opper Enterprise contract. No training on customer data. US; SCCs; DPA available.

Zero data retention
Available via Opper Enterprise contract.
Training
No training on customer data.
Logging
Abuse monitoring
Third-party access
None disclosed
GDPR DPA
DPA available
Transfer mechanism
SCCs

Benchmarks

Independent benchmark scores β€” composite indices for reasoning, coding, and math, plus individual eval scores where available.

Global rank#267 of 595 LLMs
TierEfficient
Output speed0 tok/s
First token0.00s
Intelligence Index18.6
Coding Index24.6
Math Index68.0
Reasoning & knowledge
MMLU-Pro
84%
GPQA Diamond
71%
Humanity's Last Exam
9%
Long-context reasoning
56%
Coding
LiveCodeBench
62%
SciCode
36%
Agentic & tool use
Terminal-Bench Hard
6%
τ²-Bench Telecom
11%
Math & instruction following
AIME 2025
68%
IFBench
39%

Get started

Call DeepSeek R1 through the Opper gateway with one API key. Let your coding agent set it up, or call it directly β€” Opper is drop-in compatible with the OpenAI, Anthropic, and Google AI SDKs.

Set it up with your agent

Copy this and paste it into a coding agent like Claude Code, Cursor or Codex and it'll wire up Opper for you.

Or call it directly

import OpenAI from "openai";
const client = new OpenAI({
apiKey: process.env.OPPER_API_KEY,
baseURL: "https://api.opper.ai/v3/compat",
});
const completion = await client.chat.completions.create({
model: "novita/deepseek/deepseek-r1",
messages: [{ role: "user", content: "Hello" }],
});
console.log(completion.choices[0].message.content);

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